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cache_version
int64
4
4
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1 value
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10 values
calculation
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topk
int64
2.05k
2.05k
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16
16
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4
anchor
dict
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int64
7.89k
414k
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76
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7.89k
414k
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dict
shards
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1
1
4
complete
biology
doc_topk_ave
2,048
16
0
{ "name": "topic", "template": "Text:\n\n{x}\n\nThe specific concept or phenomenon discussed in this question or passage is:" }
57,359
103
bfloat16
int32
[ 57359, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/biology-00000-of-00001.parquet", "sha256": "6e105c4f09d9a70b8a20ed6a4d0e386823a5545151df41b3f0e64eb5c5987829", "size": 200655 } ], "documents": [ { "path": "documents/biology-00000-of-00001.parquet", "...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "e48bf5ede7c88e8c11861dc04cfce0383ed1efd68727a95571ef95390e8cc7b9", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific concept or phenomenon discussed in this question or passage is:"...
{ "anchors": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific concept or phenomenon discussed in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
57,359
0
{ "minimum": 16, "maximum": 16, "sum": 917744, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 57359, "size": 704827656 } ]
4
complete
biology
doc_topk_ave
2,048
16
1
{ "name": "entity", "template": "Text:\n\n{x}\n\nThe main organism, biological structure, or substance and its relevant property or role in this question or passage are:" }
57,359
103
bfloat16
int32
[ 57359, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/biology-00000-of-00001.parquet", "sha256": "6e105c4f09d9a70b8a20ed6a4d0e386823a5545151df41b3f0e64eb5c5987829", "size": 200655 } ], "documents": [ { "path": "documents/biology-00000-of-00001.parquet", "...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "e48bf5ede7c88e8c11861dc04cfce0383ed1efd68727a95571ef95390e8cc7b9", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific concept or phenomenon discussed in this question or passage is:"...
{ "anchors": [ { "name": "entity", "template": "Text:\n\n{x}\n\nThe main organism, biological structure, or substance and its relevant property or role in this question or passage are:" } ], "mode": "raw_anchors", "m": 16 }
256
57,359
0
{ "minimum": 16, "maximum": 16, "sum": 917744, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 57359, "size": 704827656 } ]
4
complete
biology
doc_topk_ave
2,048
16
2
{ "name": "event", "template": "Text:\n\n{x}\n\nThe process or mechanism described or asked about in this question or passage is:" }
57,359
103
bfloat16
int32
[ 57359, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/biology-00000-of-00001.parquet", "sha256": "6e105c4f09d9a70b8a20ed6a4d0e386823a5545151df41b3f0e64eb5c5987829", "size": 200655 } ], "documents": [ { "path": "documents/biology-00000-of-00001.parquet", "...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "e48bf5ede7c88e8c11861dc04cfce0383ed1efd68727a95571ef95390e8cc7b9", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific concept or phenomenon discussed in this question or passage is:"...
{ "anchors": [ { "name": "event", "template": "Text:\n\n{x}\n\nThe process or mechanism described or asked about in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
57,359
0
{ "minimum": 16, "maximum": 16, "sum": 917744, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 57359, "size": 704827656 } ]
4
complete
biology
doc_topk_ave
2,048
16
3
{ "name": "outcome", "template": "Text:\n\n{x}\n\nThe observation, relationship, or comparison described or questioned in this question or passage is:" }
57,359
103
bfloat16
int32
[ 57359, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/biology-00000-of-00001.parquet", "sha256": "6e105c4f09d9a70b8a20ed6a4d0e386823a5545151df41b3f0e64eb5c5987829", "size": 200655 } ], "documents": [ { "path": "documents/biology-00000-of-00001.parquet", "...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "e48bf5ede7c88e8c11861dc04cfce0383ed1efd68727a95571ef95390e8cc7b9", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific concept or phenomenon discussed in this question or passage is:"...
{ "anchors": [ { "name": "outcome", "template": "Text:\n\n{x}\n\nThe observation, relationship, or comparison described or questioned in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
57,359
0
{ "minimum": 16, "maximum": 16, "sum": 917744, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 57359, "size": 704827656 } ]
4
complete
earth_science
doc_topk_ave
2,048
16
0
{ "name": "topic", "template": "Text:\n\n{x}\n\nThe specific Earth or planetary science concept, phenomenon, or technical task discussed in this question or passage is:" }
121,249
116
bfloat16
int32
[ 121249, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/earth_science-00000-of-00001.parquet", "sha256": "5d29f108701111984eb91c93d3e340a784a99df47dc11f43783d1b994010a91d", "size": 184093 } ], "documents": [ { "path": "documents/earth_science-00000-of-00001.parquet...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "c51ae71c471e529b15ed16cdd8ca8bb2509e905a7a9dbb50b95cd945df42bd15", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific Earth or planetary science concept, phenomenon, or technical tas...
{ "anchors": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific Earth or planetary science concept, phenomenon, or technical task discussed in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
121,249
0
{ "minimum": 16, "maximum": 16, "sum": 1939984, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 121249, "size": 1489907984 } ]
4
complete
earth_science
doc_topk_ave
2,048
16
1
{ "name": "entity", "template": "Text:\n\n{x}\n\nThe main physical system, material, or data object and its relevant properties or state in this question or passage are:" }
121,249
116
bfloat16
int32
[ 121249, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/earth_science-00000-of-00001.parquet", "sha256": "5d29f108701111984eb91c93d3e340a784a99df47dc11f43783d1b994010a91d", "size": 184093 } ], "documents": [ { "path": "documents/earth_science-00000-of-00001.parquet...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "c51ae71c471e529b15ed16cdd8ca8bb2509e905a7a9dbb50b95cd945df42bd15", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific Earth or planetary science concept, phenomenon, or technical tas...
{ "anchors": [ { "name": "entity", "template": "Text:\n\n{x}\n\nThe main physical system, material, or data object and its relevant properties or state in this question or passage are:" } ], "mode": "raw_anchors", "m": 16 }
256
121,249
0
{ "minimum": 16, "maximum": 16, "sum": 1939984, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 121249, "size": 1489907984 } ]
4
complete
earth_science
doc_topk_ave
2,048
16
2
{ "name": "process_or_method", "template": "Text:\n\n{x}\n\nThe process or technical method described or asked about in this question or passage, expressed as a general principle without supplying an unstated explanation, is:" }
121,249
116
bfloat16
int32
[ 121249, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/earth_science-00000-of-00001.parquet", "sha256": "5d29f108701111984eb91c93d3e340a784a99df47dc11f43783d1b994010a91d", "size": 184093 } ], "documents": [ { "path": "documents/earth_science-00000-of-00001.parquet...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "c51ae71c471e529b15ed16cdd8ca8bb2509e905a7a9dbb50b95cd945df42bd15", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific Earth or planetary science concept, phenomenon, or technical tas...
{ "anchors": [ { "name": "process_or_method", "template": "Text:\n\n{x}\n\nThe process or technical method described or asked about in this question or passage, expressed as a general principle without supplying an unstated explanation, is:" } ], "mode": "raw_anchors", "m": 16 }
256
121,249
0
{ "minimum": 16, "maximum": 16, "sum": 1939984, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 121249, "size": 1489907984 } ]
4
complete
earth_science
doc_topk_ave
2,048
16
3
{ "name": "condition_or_contrast", "template": "Text:\n\n{x}\n\nThe decisive condition, contrast, or technical requirement stated in this question or passage that distinguishes this case from other cases on the same topic is:" }
121,249
116
bfloat16
int32
[ 121249, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/earth_science-00000-of-00001.parquet", "sha256": "5d29f108701111984eb91c93d3e340a784a99df47dc11f43783d1b994010a91d", "size": 184093 } ], "documents": [ { "path": "documents/earth_science-00000-of-00001.parquet...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "c51ae71c471e529b15ed16cdd8ca8bb2509e905a7a9dbb50b95cd945df42bd15", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific Earth or planetary science concept, phenomenon, or technical tas...
{ "anchors": [ { "name": "condition_or_contrast", "template": "Text:\n\n{x}\n\nThe decisive condition, contrast, or technical requirement stated in this question or passage that distinguishes this case from other cases on the same topic is:" } ], "mode": "raw_anchors", "m": 16 }
256
121,249
0
{ "minimum": 16, "maximum": 16, "sum": 1939984, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 121249, "size": 1489907984 } ]
4
complete
economics
doc_topk_ave
2,048
16
0
{ "name": "topic", "template": "Text:\n\n{x}\n\nThe specific economic concept, institutional arrangement, or mathematical method underlying this question or passage, rather than its illustrative story, is:" }
50,220
103
bfloat16
int32
[ 50220, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/economics-00000-of-00001.parquet", "sha256": "2a79f0f3a881c7c03a258cf8ef8ac2db1ca9080963252d9a020bb45a264aa037", "size": 219518 } ], "documents": [ { "path": "documents/economics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "b8bc464d789337c82d4bec676ac4dfbbbf5dac996ce609918bf2f816ccbfdc1c", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific economic concept, institutional arrangement, or mathematical met...
{ "anchors": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific economic concept, institutional arrangement, or mathematical method underlying this question or passage, rather than its illustrative story, is:" } ], "mode": "raw_anchors", "m": 16 }
256
50,220
0
{ "minimum": 16, "maximum": 16, "sum": 803520, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 50220, "size": 617103624 } ]
4
complete
economics
doc_topk_ave
2,048
16
1
{ "name": "agents_and_variables", "template": "Text:\n\n{x}\n\nThe main economic agents, assets, or model variables and their roles in this question or passage, expressed in economic or mathematical terms, are:" }
50,220
103
bfloat16
int32
[ 50220, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/economics-00000-of-00001.parquet", "sha256": "2a79f0f3a881c7c03a258cf8ef8ac2db1ca9080963252d9a020bb45a264aa037", "size": 219518 } ], "documents": [ { "path": "documents/economics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "b8bc464d789337c82d4bec676ac4dfbbbf5dac996ce609918bf2f816ccbfdc1c", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific economic concept, institutional arrangement, or mathematical met...
{ "anchors": [ { "name": "agents_and_variables", "template": "Text:\n\n{x}\n\nThe main economic agents, assets, or model variables and their roles in this question or passage, expressed in economic or mathematical terms, are:" } ], "mode": "raw_anchors", "m": 16 }
256
50,220
0
{ "minimum": 16, "maximum": 16, "sum": 803520, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 50220, "size": 617103624 } ]
4
complete
economics
doc_topk_ave
2,048
16
2
{ "name": "mechanism_or_method", "template": "Text:\n\n{x}\n\nThe economic mechanism, institutional rule, or mathematical method described or asked about in this question or passage, without supplying an unstated explanation, is:" }
50,220
103
bfloat16
int32
[ 50220, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/economics-00000-of-00001.parquet", "sha256": "2a79f0f3a881c7c03a258cf8ef8ac2db1ca9080963252d9a020bb45a264aa037", "size": 219518 } ], "documents": [ { "path": "documents/economics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "b8bc464d789337c82d4bec676ac4dfbbbf5dac996ce609918bf2f816ccbfdc1c", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific economic concept, institutional arrangement, or mathematical met...
{ "anchors": [ { "name": "mechanism_or_method", "template": "Text:\n\n{x}\n\nThe economic mechanism, institutional rule, or mathematical method described or asked about in this question or passage, without supplying an unstated explanation, is:" } ], "mode": "raw_anchors", "m": 16 }
256
50,220
0
{ "minimum": 16, "maximum": 16, "sum": 803520, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 50220, "size": 617103624 } ]
4
complete
economics
doc_topk_ave
2,048
16
3
{ "name": "quantity_or_relation", "template": "Text:\n\n{x}\n\nThe economic or statistical quantity, relationship, or distinction examined in this question or passage, including its stated definition, measurement basis, or comparison, is:" }
50,220
103
bfloat16
int32
[ 50220, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/economics-00000-of-00001.parquet", "sha256": "2a79f0f3a881c7c03a258cf8ef8ac2db1ca9080963252d9a020bb45a264aa037", "size": 219518 } ], "documents": [ { "path": "documents/economics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "b8bc464d789337c82d4bec676ac4dfbbbf5dac996ce609918bf2f816ccbfdc1c", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific economic concept, institutional arrangement, or mathematical met...
{ "anchors": [ { "name": "quantity_or_relation", "template": "Text:\n\n{x}\n\nThe economic or statistical quantity, relationship, or distinction examined in this question or passage, including its stated definition, measurement basis, or comparison, is:" } ], "mode": "raw_anchors", "m": 16 }
256
50,220
0
{ "minimum": 16, "maximum": 16, "sum": 803520, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 50220, "size": 617103624 } ]
4
complete
leetcode
doc_topk_ave
2,048
16
0
{ "name": "computational_goal", "template": "Text:\n\n{x}\n\nThe quantity or result to compute for the task specified in this text, expressed in algorithmic terms without story details or example values, is:" }
413,932
142
bfloat16
int32
[ 413932, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/leetcode-00000-of-00001.parquet", "sha256": "3c4aa60809c396ae806252f3713f636ebf808a235a27b382cdaf5978894f7fd0", "size": 168560 } ], "documents": [ { "path": "documents/leetcode-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "56d7dd3662b6e7e20d9905dea809b5624b44a78eeb13ac624a6285c8f9f2add4", "content": { "version": 2, "base": [ { "name": "computational_goal", "template": "Text:\n\n{x}\n\nThe quantity or result to compute for the task specified in this...
{ "anchors": [ { "name": "computational_goal", "template": "Text:\n\n{x}\n\nThe quantity or result to compute for the task specified in this text, expressed in algorithmic terms without story details or example values, is:" } ], "mode": "raw_anchors", "m": 16 }
256
413,932
0
{ "minimum": 16, "maximum": 16, "sum": 6622912, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 413932, "size": 5086396688 } ]
4
complete
leetcode
doc_topk_ave
2,048
16
1
{ "name": "structural_relation", "template": "Text:\n\n{x}\n\nThe underlying organization of the problem objects and the ordering, adjacency, or dependency relation between them in this text is:" }
413,932
142
bfloat16
int32
[ 413932, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/leetcode-00000-of-00001.parquet", "sha256": "3c4aa60809c396ae806252f3713f636ebf808a235a27b382cdaf5978894f7fd0", "size": 168560 } ], "documents": [ { "path": "documents/leetcode-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "56d7dd3662b6e7e20d9905dea809b5624b44a78eeb13ac624a6285c8f9f2add4", "content": { "version": 2, "base": [ { "name": "computational_goal", "template": "Text:\n\n{x}\n\nThe quantity or result to compute for the task specified in this...
{ "anchors": [ { "name": "structural_relation", "template": "Text:\n\n{x}\n\nThe underlying organization of the problem objects and the ordering, adjacency, or dependency relation between them in this text is:" } ], "mode": "raw_anchors", "m": 16 }
256
413,932
0
{ "minimum": 16, "maximum": 16, "sum": 6622912, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 413932, "size": 5086396688 } ]
4
complete
leetcode
doc_topk_ave
2,048
16
2
{ "name": "state_transition", "template": "Text:\n\n{x}\n\nThe move, choice, or update allowed by the task specified in this text, identifying what changes in one step, is:" }
413,932
142
bfloat16
int32
[ 413932, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/leetcode-00000-of-00001.parquet", "sha256": "3c4aa60809c396ae806252f3713f636ebf808a235a27b382cdaf5978894f7fd0", "size": 168560 } ], "documents": [ { "path": "documents/leetcode-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "56d7dd3662b6e7e20d9905dea809b5624b44a78eeb13ac624a6285c8f9f2add4", "content": { "version": 2, "base": [ { "name": "computational_goal", "template": "Text:\n\n{x}\n\nThe quantity or result to compute for the task specified in this...
{ "anchors": [ { "name": "state_transition", "template": "Text:\n\n{x}\n\nThe move, choice, or update allowed by the task specified in this text, identifying what changes in one step, is:" } ], "mode": "raw_anchors", "m": 16 }
256
413,932
0
{ "minimum": 16, "maximum": 16, "sum": 6622912, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 413932, "size": 5086396688 } ]
4
complete
leetcode
doc_topk_ave
2,048
16
3
{ "name": "feasibility_rule", "template": "Text:\n\n{x}\n\nThe rule that makes a candidate solution valid or invalid for the task specified in this text, expressed independently of example values, is:" }
413,932
142
bfloat16
int32
[ 413932, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/leetcode-00000-of-00001.parquet", "sha256": "3c4aa60809c396ae806252f3713f636ebf808a235a27b382cdaf5978894f7fd0", "size": 168560 } ], "documents": [ { "path": "documents/leetcode-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "56d7dd3662b6e7e20d9905dea809b5624b44a78eeb13ac624a6285c8f9f2add4", "content": { "version": 2, "base": [ { "name": "computational_goal", "template": "Text:\n\n{x}\n\nThe quantity or result to compute for the task specified in this...
{ "anchors": [ { "name": "feasibility_rule", "template": "Text:\n\n{x}\n\nThe rule that makes a candidate solution valid or invalid for the task specified in this text, expressed independently of example values, is:" } ], "mode": "raw_anchors", "m": 16 }
256
413,932
0
{ "minimum": 16, "maximum": 16, "sum": 6622912, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 413932, "size": 5086396688 } ]
4
complete
leetcode
doc_topk_ave
2,048
16
4
{ "name": "algorithmic_pattern", "template": "Text:\n\n{x}\n\nThe reusable algorithmic idea relevant to the task specified in this text, based on its structure and allowed operations rather than story details or incidental function names, is:" }
413,932
142
bfloat16
int32
[ 413932, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/leetcode-00000-of-00001.parquet", "sha256": "3c4aa60809c396ae806252f3713f636ebf808a235a27b382cdaf5978894f7fd0", "size": 168560 } ], "documents": [ { "path": "documents/leetcode-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "56d7dd3662b6e7e20d9905dea809b5624b44a78eeb13ac624a6285c8f9f2add4", "content": { "version": 2, "base": [ { "name": "computational_goal", "template": "Text:\n\n{x}\n\nThe quantity or result to compute for the task specified in this...
{ "anchors": [ { "name": "algorithmic_pattern", "template": "Text:\n\n{x}\n\nThe reusable algorithmic idea relevant to the task specified in this text, based on its structure and allowed operations rather than story details or incidental function names, is:" } ], "mode": "raw_anchors", "m": ...
256
413,932
0
{ "minimum": 16, "maximum": 16, "sum": 6622912, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 413932, "size": 5086396688 } ]
4
complete
pony
doc_topk_ave
2,048
16
0
{ "name": "traversal_pattern", "template": "Text:\n\n{x}\n\nThe data traversal pattern, including how iteration progresses or terminates, described or needed in this question or passage is:" }
7,894
112
bfloat16
int32
[ 7894, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/pony-00000-of-00001.parquet", "sha256": "0c0718d3e0ef05da42f75b7c03e755d3e03d9fcdbd32b67dddd221768a8377d7", "size": 27722 } ], "documents": [ { "path": "documents/pony-00000-of-00001.parquet", "sha256"...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "ae82e53802e047e563c8b73273b3437cb60f50fa884abed523213c95af5f2116", "content": { "version": 2, "base": [ { "name": "traversal_pattern", "template": "Text:\n\n{x}\n\nThe data traversal pattern, including how iteration progresses or...
{ "anchors": [ { "name": "traversal_pattern", "template": "Text:\n\n{x}\n\nThe data traversal pattern, including how iteration progresses or terminates, described or needed in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
7,894
0
{ "minimum": 16, "maximum": 16, "sum": 126304, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 7894, "size": 97001736 } ]
4
complete
pony
doc_topk_ave
2,048
16
1
{ "name": "loop_syntax", "template": "Text:\n\n{x}\n\nDoes this teach or require basic Pony loops? Answer:" }
7,894
112
bfloat16
int32
[ 7894, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/pony-00000-of-00001.parquet", "sha256": "0c0718d3e0ef05da42f75b7c03e755d3e03d9fcdbd32b67dddd221768a8377d7", "size": 27722 } ], "documents": [ { "path": "documents/pony-00000-of-00001.parquet", "sha256"...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "ae82e53802e047e563c8b73273b3437cb60f50fa884abed523213c95af5f2116", "content": { "version": 2, "base": [ { "name": "traversal_pattern", "template": "Text:\n\n{x}\n\nThe data traversal pattern, including how iteration progresses or...
{ "anchors": [ { "name": "loop_syntax", "template": "Text:\n\n{x}\n\nDoes this teach or require basic Pony loops? Answer:" } ], "mode": "raw_anchors", "m": 16 }
256
7,894
0
{ "minimum": 16, "maximum": 16, "sum": 126304, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 7894, "size": 97001736 } ]
4
complete
pony
doc_topk_ave
2,048
16
2
{ "name": "variable_binding_syntax", "template": "Text:\n\n{x}\n\nBasic Pony types, or library internals? Answer:" }
7,894
112
bfloat16
int32
[ 7894, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/pony-00000-of-00001.parquet", "sha256": "0c0718d3e0ef05da42f75b7c03e755d3e03d9fcdbd32b67dddd221768a8377d7", "size": 27722 } ], "documents": [ { "path": "documents/pony-00000-of-00001.parquet", "sha256"...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "ae82e53802e047e563c8b73273b3437cb60f50fa884abed523213c95af5f2116", "content": { "version": 2, "base": [ { "name": "traversal_pattern", "template": "Text:\n\n{x}\n\nThe data traversal pattern, including how iteration progresses or...
{ "anchors": [ { "name": "variable_binding_syntax", "template": "Text:\n\n{x}\n\nBasic Pony types, or library internals? Answer:" } ], "mode": "raw_anchors", "m": 16 }
256
7,894
0
{ "minimum": 16, "maximum": 16, "sum": 126304, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 7894, "size": 97001736 } ]
4
complete
pony
doc_topk_ave
2,048
16
3
{ "name": "conditional_syntax", "template": "Text:\n\n{x}\n\nDoes this teach or require basic Pony functions? Answer:" }
7,894
112
bfloat16
int32
[ 7894, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/pony-00000-of-00001.parquet", "sha256": "0c0718d3e0ef05da42f75b7c03e755d3e03d9fcdbd32b67dddd221768a8377d7", "size": 27722 } ], "documents": [ { "path": "documents/pony-00000-of-00001.parquet", "sha256"...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "ae82e53802e047e563c8b73273b3437cb60f50fa884abed523213c95af5f2116", "content": { "version": 2, "base": [ { "name": "traversal_pattern", "template": "Text:\n\n{x}\n\nThe data traversal pattern, including how iteration progresses or...
{ "anchors": [ { "name": "conditional_syntax", "template": "Text:\n\n{x}\n\nDoes this teach or require basic Pony functions? Answer:" } ], "mode": "raw_anchors", "m": 16 }
256
7,894
0
{ "minimum": 16, "maximum": 16, "sum": 126304, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 7894, "size": 97001736 } ]
4
complete
pony
doc_topk_ave
2,048
16
4
{ "name": "operator_expression_syntax", "template": "Text:\n\n{x}\n\nArithmetic tutorial relevance (high/low):" }
7,894
112
bfloat16
int32
[ 7894, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/pony-00000-of-00001.parquet", "sha256": "0c0718d3e0ef05da42f75b7c03e755d3e03d9fcdbd32b67dddd221768a8377d7", "size": 27722 } ], "documents": [ { "path": "documents/pony-00000-of-00001.parquet", "sha256"...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "ae82e53802e047e563c8b73273b3437cb60f50fa884abed523213c95af5f2116", "content": { "version": 2, "base": [ { "name": "traversal_pattern", "template": "Text:\n\n{x}\n\nThe data traversal pattern, including how iteration progresses or...
{ "anchors": [ { "name": "operator_expression_syntax", "template": "Text:\n\n{x}\n\nArithmetic tutorial relevance (high/low):" } ], "mode": "raw_anchors", "m": 16 }
256
7,894
0
{ "minimum": 16, "maximum": 16, "sum": 126304, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 7894, "size": 97001736 } ]
4
complete
psychology
doc_topk_ave
2,048
16
0
{ "name": "topic", "template": "Text:\n\n{x}\n\nThe specific psychological or neuroscientific concept, phenomenon, or research method discussed in this question or passage is:" }
52,835
101
bfloat16
int32
[ 52835, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/psychology-00000-of-00001.parquet", "sha256": "404e7dff2a4528419df0bdc162541e92138e35b78918d82d3a04ade5b8f7876b", "size": 183889 } ], "documents": [ { "path": "documents/psychology-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "f2d15b4850c3f64391e93795c3f2e1769d5dbbbd2d3ea4a3b9d7549c59392fc5", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific psychological or neuroscientific concept, phenomenon, or researc...
{ "anchors": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific psychological or neuroscientific concept, phenomenon, or research method discussed in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
52,835
0
{ "minimum": 16, "maximum": 16, "sum": 845360, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 52835, "size": 649236744 } ]
4
complete
psychology
doc_topk_ave
2,048
16
1
{ "name": "entity", "template": "Text:\n\n{x}\n\nThe stimulus, social interaction, or biological component involved and its relevant role in this question or passage are:" }
52,835
101
bfloat16
int32
[ 52835, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/psychology-00000-of-00001.parquet", "sha256": "404e7dff2a4528419df0bdc162541e92138e35b78918d82d3a04ade5b8f7876b", "size": 183889 } ], "documents": [ { "path": "documents/psychology-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "f2d15b4850c3f64391e93795c3f2e1769d5dbbbd2d3ea4a3b9d7549c59392fc5", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific psychological or neuroscientific concept, phenomenon, or researc...
{ "anchors": [ { "name": "entity", "template": "Text:\n\n{x}\n\nThe stimulus, social interaction, or biological component involved and its relevant role in this question or passage are:" } ], "mode": "raw_anchors", "m": 16 }
256
52,835
0
{ "minimum": 16, "maximum": 16, "sum": 845360, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 52835, "size": 649236744 } ]
4
complete
psychology
doc_topk_ave
2,048
16
2
{ "name": "mechanism", "template": "Text:\n\n{x}\n\nThe psychological, biological, or social mechanism, or methodological principle, described or asked about in this question or passage, without supplying an unstated explanation, is:" }
52,835
101
bfloat16
int32
[ 52835, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/psychology-00000-of-00001.parquet", "sha256": "404e7dff2a4528419df0bdc162541e92138e35b78918d82d3a04ade5b8f7876b", "size": 183889 } ], "documents": [ { "path": "documents/psychology-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "f2d15b4850c3f64391e93795c3f2e1769d5dbbbd2d3ea4a3b9d7549c59392fc5", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific psychological or neuroscientific concept, phenomenon, or researc...
{ "anchors": [ { "name": "mechanism", "template": "Text:\n\n{x}\n\nThe psychological, biological, or social mechanism, or methodological principle, described or asked about in this question or passage, without supplying an unstated explanation, is:" } ], "mode": "raw_anchors", "m": 16 }
256
52,835
0
{ "minimum": 16, "maximum": 16, "sum": 845360, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 52835, "size": 649236744 } ]
4
complete
psychology
doc_topk_ave
2,048
16
3
{ "name": "functional_target", "template": "Text:\n\n{x}\n\nThe specific cognitive function, sensory modality, or behavioral capacity affected or investigated in this text is:" }
52,835
101
bfloat16
int32
[ 52835, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/psychology-00000-of-00001.parquet", "sha256": "404e7dff2a4528419df0bdc162541e92138e35b78918d82d3a04ade5b8f7876b", "size": 183889 } ], "documents": [ { "path": "documents/psychology-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "f2d15b4850c3f64391e93795c3f2e1769d5dbbbd2d3ea4a3b9d7549c59392fc5", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific psychological or neuroscientific concept, phenomenon, or researc...
{ "anchors": [ { "name": "functional_target", "template": "Text:\n\n{x}\n\nThe specific cognitive function, sensory modality, or behavioral capacity affected or investigated in this text is:" } ], "mode": "raw_anchors", "m": 16 }
256
52,835
0
{ "minimum": 16, "maximum": 16, "sum": 845360, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 52835, "size": 649236744 } ]
4
complete
psychology
doc_topk_ave
2,048
16
4
{ "name": "observed_effect", "template": "Text:\n\n{x}\n\nThe behavioral or physiological observation, including the direction of the effect, described or questioned in this question or passage is:" }
52,835
101
bfloat16
int32
[ 52835, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/psychology-00000-of-00001.parquet", "sha256": "404e7dff2a4528419df0bdc162541e92138e35b78918d82d3a04ade5b8f7876b", "size": 183889 } ], "documents": [ { "path": "documents/psychology-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "f2d15b4850c3f64391e93795c3f2e1769d5dbbbd2d3ea4a3b9d7549c59392fc5", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific psychological or neuroscientific concept, phenomenon, or researc...
{ "anchors": [ { "name": "observed_effect", "template": "Text:\n\n{x}\n\nThe behavioral or physiological observation, including the direction of the effect, described or questioned in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
52,835
0
{ "minimum": 16, "maximum": 16, "sum": 845360, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 52835, "size": 649236744 } ]
4
complete
robotics
doc_topk_ave
2,048
16
0
{ "name": "component_or_artifact", "template": "Text:\n\n{x}\n\nThe specific hardware component, software package, API, or configuration artifact central to this text is:" }
61,961
101
bfloat16
int32
[ 61961, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/robotics-00000-of-00001.parquet", "sha256": "621484c87c9ebae12f81e32a0a8c5d085af4b95cbe1b575ab40ae4b659adb53a", "size": 178820 } ], "documents": [ { "path": "documents/robotics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "8d42cadc38c70c833b912fd4ef30d95a5824156271788af1e673894fbc3e72a2", "content": { "version": 2, "base": [ { "name": "component_or_artifact", "template": "Text:\n\n{x}\n\nThe specific hardware component, software package, API, or co...
{ "anchors": [ { "name": "component_or_artifact", "template": "Text:\n\n{x}\n\nThe specific hardware component, software package, API, or configuration artifact central to this text is:" } ], "mode": "raw_anchors", "m": 16 }
256
61,961
0
{ "minimum": 16, "maximum": 16, "sum": 991376, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 61961, "size": 761377032 } ]
4
complete
robotics
doc_topk_ave
2,048
16
1
{ "name": "operation_or_goal", "template": "Text:\n\n{x}\n\nThe technical operation or robotics capability described or sought in this text, expressed independently of a particular product or implementation, is:" }
61,961
101
bfloat16
int32
[ 61961, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/robotics-00000-of-00001.parquet", "sha256": "621484c87c9ebae12f81e32a0a8c5d085af4b95cbe1b575ab40ae4b659adb53a", "size": 178820 } ], "documents": [ { "path": "documents/robotics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "8d42cadc38c70c833b912fd4ef30d95a5824156271788af1e673894fbc3e72a2", "content": { "version": 2, "base": [ { "name": "component_or_artifact", "template": "Text:\n\n{x}\n\nThe specific hardware component, software package, API, or co...
{ "anchors": [ { "name": "operation_or_goal", "template": "Text:\n\n{x}\n\nThe technical operation or robotics capability described or sought in this text, expressed independently of a particular product or implementation, is:" } ], "mode": "raw_anchors", "m": 16 }
256
61,961
0
{ "minimum": 16, "maximum": 16, "sum": 991376, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 61961, "size": 761377032 } ]
4
complete
robotics
doc_topk_ave
2,048
16
2
{ "name": "interface_or_representation", "template": "Text:\n\n{x}\n\nThe interface or representation through which the components in this text exchange commands, measurements, or state, including its data type or reference convention when stated, is:" }
61,961
101
bfloat16
int32
[ 61961, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/robotics-00000-of-00001.parquet", "sha256": "621484c87c9ebae12f81e32a0a8c5d085af4b95cbe1b575ab40ae4b659adb53a", "size": 178820 } ], "documents": [ { "path": "documents/robotics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "8d42cadc38c70c833b912fd4ef30d95a5824156271788af1e673894fbc3e72a2", "content": { "version": 2, "base": [ { "name": "component_or_artifact", "template": "Text:\n\n{x}\n\nThe specific hardware component, software package, API, or co...
{ "anchors": [ { "name": "interface_or_representation", "template": "Text:\n\n{x}\n\nThe interface or representation through which the components in this text exchange commands, measurements, or state, including its data type or reference convention when stated, is:" } ], "mode": "raw_anchors"...
256
61,961
0
{ "minimum": 16, "maximum": 16, "sum": 991376, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 61961, "size": 761377032 } ]
4
complete
robotics
doc_topk_ave
2,048
16
3
{ "name": "observable_behavior", "template": "Text:\n\n{x}\n\nThe concrete output, error, timing behavior, or state change observed or specified in this text, without guessing its cause, is:" }
61,961
101
bfloat16
int32
[ 61961, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/robotics-00000-of-00001.parquet", "sha256": "621484c87c9ebae12f81e32a0a8c5d085af4b95cbe1b575ab40ae4b659adb53a", "size": 178820 } ], "documents": [ { "path": "documents/robotics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "8d42cadc38c70c833b912fd4ef30d95a5824156271788af1e673894fbc3e72a2", "content": { "version": 2, "base": [ { "name": "component_or_artifact", "template": "Text:\n\n{x}\n\nThe specific hardware component, software package, API, or co...
{ "anchors": [ { "name": "observable_behavior", "template": "Text:\n\n{x}\n\nThe concrete output, error, timing behavior, or state change observed or specified in this text, without guessing its cause, is:" } ], "mode": "raw_anchors", "m": 16 }
256
61,961
0
{ "minimum": 16, "maximum": 16, "sum": 991376, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 61961, "size": 761377032 } ]
4
complete
robotics
doc_topk_ave
2,048
16
4
{ "name": "operating_requirement", "template": "Text:\n\n{x}\n\nThe compatibility requirement or operating condition explicitly stated in this text that limits when the component or method can be used is:" }
61,961
101
bfloat16
int32
[ 61961, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/robotics-00000-of-00001.parquet", "sha256": "621484c87c9ebae12f81e32a0a8c5d085af4b95cbe1b575ab40ae4b659adb53a", "size": 178820 } ], "documents": [ { "path": "documents/robotics-00000-of-00001.parquet", ...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "8d42cadc38c70c833b912fd4ef30d95a5824156271788af1e673894fbc3e72a2", "content": { "version": 2, "base": [ { "name": "component_or_artifact", "template": "Text:\n\n{x}\n\nThe specific hardware component, software package, API, or co...
{ "anchors": [ { "name": "operating_requirement", "template": "Text:\n\n{x}\n\nThe compatibility requirement or operating condition explicitly stated in this text that limits when the component or method can be used is:" } ], "mode": "raw_anchors", "m": 16 }
256
61,961
0
{ "minimum": 16, "maximum": 16, "sum": 991376, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 61961, "size": 761377032 } ]
4
complete
stackoverflow
doc_topk_ave
2,048
16
1
{ "name": "entity", "template": "Text:\n\n{x}\n\nThe concrete software artifact named in this text—such as an API, command, type, configuration item, or data format—is:" }
107,081
117
bfloat16
int32
[ 107081, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/stackoverflow-00000-of-00001.parquet", "sha256": "97d417ba449ef70c9c9ae2937e9df106654a2554ce1533b090cb64b998a077e1", "size": 250458 } ], "documents": [ { "path": "documents/stackoverflow-00000-of-00001.parquet...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "9af9a45b66981f3c1687598f771c74be623f84c9f62c427ecf2fe6890f35d974", "content": { "version": 2, "base": [ { "name": "goal", "template": "Text:\n\n{x}\n\nThe problem-solving goal or software capability sought, offered, or clarified ...
{ "anchors": [ { "name": "entity", "template": "Text:\n\n{x}\n\nThe concrete software artifact named in this text—such as an API, command, type, configuration item, or data format—is:" } ], "mode": "raw_anchors", "m": 16 }
256
107,081
0
{ "minimum": 16, "maximum": 16, "sum": 1713296, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 107081, "size": 1315811600 } ]
4
complete
stackoverflow
doc_topk_ave
2,048
16
2
{ "name": "event", "template": "Text:\n\n{x}\n\nThe operation or state transition performed or described in this text is:" }
107,081
117
bfloat16
int32
[ 107081, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/stackoverflow-00000-of-00001.parquet", "sha256": "97d417ba449ef70c9c9ae2937e9df106654a2554ce1533b090cb64b998a077e1", "size": 250458 } ], "documents": [ { "path": "documents/stackoverflow-00000-of-00001.parquet...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "9af9a45b66981f3c1687598f771c74be623f84c9f62c427ecf2fe6890f35d974", "content": { "version": 2, "base": [ { "name": "goal", "template": "Text:\n\n{x}\n\nThe problem-solving goal or software capability sought, offered, or clarified ...
{ "anchors": [ { "name": "event", "template": "Text:\n\n{x}\n\nThe operation or state transition performed or described in this text is:" } ], "mode": "raw_anchors", "m": 16 }
256
107,081
0
{ "minimum": 16, "maximum": 16, "sum": 1713296, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 107081, "size": 1315811600 } ]
4
complete
stackoverflow
doc_topk_ave
2,048
16
3
{ "name": "outcome", "template": "Text:\n\n{x}\n\nThe directly observable symptom, error signature, output form, or externally visible state described in this text is:" }
107,081
117
bfloat16
int32
[ 107081, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/stackoverflow-00000-of-00001.parquet", "sha256": "97d417ba449ef70c9c9ae2937e9df106654a2554ce1533b090cb64b998a077e1", "size": 250458 } ], "documents": [ { "path": "documents/stackoverflow-00000-of-00001.parquet...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "9af9a45b66981f3c1687598f771c74be623f84c9f62c427ecf2fe6890f35d974", "content": { "version": 2, "base": [ { "name": "goal", "template": "Text:\n\n{x}\n\nThe problem-solving goal or software capability sought, offered, or clarified ...
{ "anchors": [ { "name": "outcome", "template": "Text:\n\n{x}\n\nThe directly observable symptom, error signature, output form, or externally visible state described in this text is:" } ], "mode": "raw_anchors", "m": 16 }
256
107,081
0
{ "minimum": 16, "maximum": 16, "sum": 1713296, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 107081, "size": 1315811600 } ]
4
complete
stackoverflow
doc_topk_ave
2,048
16
4
{ "name": "mechanism", "template": "Text:\n\n{x}\n\nThe language or framework rule governing the behavior discussed in this text, expressed as a general principle, is:" }
107,081
117
bfloat16
int32
[ 107081, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/stackoverflow-00000-of-00001.parquet", "sha256": "97d417ba449ef70c9c9ae2937e9df106654a2554ce1533b090cb64b998a077e1", "size": 250458 } ], "documents": [ { "path": "documents/stackoverflow-00000-of-00001.parquet...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "9af9a45b66981f3c1687598f771c74be623f84c9f62c427ecf2fe6890f35d974", "content": { "version": 2, "base": [ { "name": "goal", "template": "Text:\n\n{x}\n\nThe problem-solving goal or software capability sought, offered, or clarified ...
{ "anchors": [ { "name": "mechanism", "template": "Text:\n\n{x}\n\nThe language or framework rule governing the behavior discussed in this text, expressed as a general principle, is:" } ], "mode": "raw_anchors", "m": 16 }
256
107,081
0
{ "minimum": 16, "maximum": 16, "sum": 1713296, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 107081, "size": 1315811600 } ]
4
complete
sustainable_living
doc_topk_ave
2,048
16
0
{ "name": "functional_target", "template": "Text:\n\n{x}\n\nThe practical function or resource-management problem addressed by the product, system, or practice in this question or passage is:" }
60,792
108
bfloat16
int32
[ 60792, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/sustainable_living-00000-of-00001.parquet", "sha256": "61f97837a16b47a0d9953039cf0b6a53d0fc5deae96a34f839b7cb5e798eb117", "size": 218151 } ], "documents": [ { "path": "documents/sustainable_living-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "72029c057e096bb3511cfc43baad6e2bfbb41a92d297dba0639375e681408059", "content": { "version": 2, "base": [ { "name": "functional_target", "template": "Text:\n\n{x}\n\nThe practical function or resource-management problem addressed b...
{ "anchors": [ { "name": "functional_target", "template": "Text:\n\n{x}\n\nThe practical function or resource-management problem addressed by the product, system, or practice in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
60,792
0
{ "minimum": 16, "maximum": 16, "sum": 972672, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 60792, "size": 747012360 } ]
4
complete
sustainable_living
doc_topk_ave
2,048
16
1
{ "name": "material_or_system", "template": "Text:\n\n{x}\n\nThe main material, device, or organism and its relevant composition, design, or biological properties explicitly described in this question or passage are:" }
60,792
108
bfloat16
int32
[ 60792, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/sustainable_living-00000-of-00001.parquet", "sha256": "61f97837a16b47a0d9953039cf0b6a53d0fc5deae96a34f839b7cb5e798eb117", "size": 218151 } ], "documents": [ { "path": "documents/sustainable_living-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "72029c057e096bb3511cfc43baad6e2bfbb41a92d297dba0639375e681408059", "content": { "version": 2, "base": [ { "name": "functional_target", "template": "Text:\n\n{x}\n\nThe practical function or resource-management problem addressed b...
{ "anchors": [ { "name": "material_or_system", "template": "Text:\n\n{x}\n\nThe main material, device, or organism and its relevant composition, design, or biological properties explicitly described in this question or passage are:" } ], "mode": "raw_anchors", "m": 16 }
256
60,792
0
{ "minimum": 16, "maximum": 16, "sum": 972672, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 60792, "size": 747012360 } ]
4
complete
sustainable_living
doc_topk_ave
2,048
16
2
{ "name": "mechanism_or_interaction", "template": "Text:\n\n{x}\n\nThe physical, biological, economic, or behavioral mechanism described or questioned in this text, identifying what affects what without inventing an unstated explanation, is:" }
60,792
108
bfloat16
int32
[ 60792, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/sustainable_living-00000-of-00001.parquet", "sha256": "61f97837a16b47a0d9953039cf0b6a53d0fc5deae96a34f839b7cb5e798eb117", "size": 218151 } ], "documents": [ { "path": "documents/sustainable_living-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "72029c057e096bb3511cfc43baad6e2bfbb41a92d297dba0639375e681408059", "content": { "version": 2, "base": [ { "name": "functional_target", "template": "Text:\n\n{x}\n\nThe practical function or resource-management problem addressed b...
{ "anchors": [ { "name": "mechanism_or_interaction", "template": "Text:\n\n{x}\n\nThe physical, biological, economic, or behavioral mechanism described or questioned in this text, identifying what affects what without inventing an unstated explanation, is:" } ], "mode": "raw_anchors", "m": 1...
256
60,792
0
{ "minimum": 16, "maximum": 16, "sum": 972672, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 60792, "size": 747012360 } ]
4
complete
sustainable_living
doc_topk_ave
2,048
16
3
{ "name": "impact_or_performance_metric", "template": "Text:\n\n{x}\n\nThe specific environmental burden, resource input, or performance measure assessed in this question or passage, including what is being compared, is:" }
60,792
108
bfloat16
int32
[ 60792, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/sustainable_living-00000-of-00001.parquet", "sha256": "61f97837a16b47a0d9953039cf0b6a53d0fc5deae96a34f839b7cb5e798eb117", "size": 218151 } ], "documents": [ { "path": "documents/sustainable_living-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "72029c057e096bb3511cfc43baad6e2bfbb41a92d297dba0639375e681408059", "content": { "version": 2, "base": [ { "name": "functional_target", "template": "Text:\n\n{x}\n\nThe practical function or resource-management problem addressed b...
{ "anchors": [ { "name": "impact_or_performance_metric", "template": "Text:\n\n{x}\n\nThe specific environmental burden, resource input, or performance measure assessed in this question or passage, including what is being compared, is:" } ], "mode": "raw_anchors", "m": 16 }
256
60,792
0
{ "minimum": 16, "maximum": 16, "sum": 972672, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 60792, "size": 747012360 } ]
4
complete
sustainable_living
doc_topk_ave
2,048
16
4
{ "name": "assessment_scope", "template": "Text:\n\n{x}\n\nThe life-cycle stages, operating conditions, or scale explicitly considered for the product or practice in this question or passage are:" }
60,792
108
bfloat16
int32
[ 60792, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/sustainable_living-00000-of-00001.parquet", "sha256": "61f97837a16b47a0d9953039cf0b6a53d0fc5deae96a34f839b7cb5e798eb117", "size": 218151 } ], "documents": [ { "path": "documents/sustainable_living-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "72029c057e096bb3511cfc43baad6e2bfbb41a92d297dba0639375e681408059", "content": { "version": 2, "base": [ { "name": "functional_target", "template": "Text:\n\n{x}\n\nThe practical function or resource-management problem addressed b...
{ "anchors": [ { "name": "assessment_scope", "template": "Text:\n\n{x}\n\nThe life-cycle stages, operating conditions, or scale explicitly considered for the product or practice in this question or passage are:" } ], "mode": "raw_anchors", "m": 16 }
256
60,792
0
{ "minimum": 16, "maximum": 16, "sum": 972672, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 60792, "size": 747012360 } ]
4
complete
theoremqa_theorems
doc_topk_ave
2,048
16
0
{ "name": "topic", "template": "Text:\n\n{x}\n\nThe specific mathematical concept or method underlying this question or passage, expressed in mathematical terms rather than its illustrative story, is:" }
23,839
76
bfloat16
int32
[ 23839, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/theoremqa_theorems-00000-of-00001.parquet", "sha256": "d11177052447457c45b73a9270ac4003d479d5264343d494f045af14325b88a3", "size": 124476 } ], "documents": [ { "path": "documents/theoremqa_theorems-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "96753a98f59e3575a3b65a10815d4b3076fde33f786151b88cfde361a6105868", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific mathematical concept or method underlying this question or passa...
{ "anchors": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific mathematical concept or method underlying this question or passage, expressed in mathematical terms rather than its illustrative story, is:" } ], "mode": "raw_anchors", "m": 16 }
256
23,839
0
{ "minimum": 16, "maximum": 16, "sum": 381424, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 23839, "size": 292933896 } ]
4
complete
theoremqa_theorems
doc_topk_ave
2,048
16
1
{ "name": "symbolic_relation", "template": "Text:\n\n{x}\n\nThe mathematical equation, inequality, or counting relation described or needed in this question or passage is:" }
23,839
76
bfloat16
int32
[ 23839, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/theoremqa_theorems-00000-of-00001.parquet", "sha256": "d11177052447457c45b73a9270ac4003d479d5264343d494f045af14325b88a3", "size": 124476 } ], "documents": [ { "path": "documents/theoremqa_theorems-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "96753a98f59e3575a3b65a10815d4b3076fde33f786151b88cfde361a6105868", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific mathematical concept or method underlying this question or passa...
{ "anchors": [ { "name": "symbolic_relation", "template": "Text:\n\n{x}\n\nThe mathematical equation, inequality, or counting relation described or needed in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
23,839
0
{ "minimum": 16, "maximum": 16, "sum": 381424, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 23839, "size": 292933896 } ]
4
complete
theoremqa_theorems
doc_topk_ave
2,048
16
2
{ "name": "derivation_step", "template": "Text:\n\n{x}\n\nThe intermediate mathematical transformation or construction used or needed in this question or passage is:" }
23,839
76
bfloat16
int32
[ 23839, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/theoremqa_theorems-00000-of-00001.parquet", "sha256": "d11177052447457c45b73a9270ac4003d479d5264343d494f045af14325b88a3", "size": 124476 } ], "documents": [ { "path": "documents/theoremqa_theorems-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "96753a98f59e3575a3b65a10815d4b3076fde33f786151b88cfde361a6105868", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific mathematical concept or method underlying this question or passa...
{ "anchors": [ { "name": "derivation_step", "template": "Text:\n\n{x}\n\nThe intermediate mathematical transformation or construction used or needed in this question or passage is:" } ], "mode": "raw_anchors", "m": 16 }
256
23,839
0
{ "minimum": 16, "maximum": 16, "sum": 381424, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 23839, "size": 292933896 } ]
4
complete
theoremqa_theorems
doc_topk_ave
2,048
16
3
{ "name": "outcome", "template": "Text:\n\n{x}\n\nThe mathematical quantity, property, or relation sought, defined, or established in this question or passage, expressed generally without solving the problem or supplying an unstated conclusion, is:" }
23,839
76
bfloat16
int32
[ 23839, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
{ "files": { "examples": [ { "path": "examples/theoremqa_theorems-00000-of-00001.parquet", "sha256": "d11177052447457c45b73a9270ac4003d479d5264343d494f045af14325b88a3", "size": 124476 } ], "documents": [ { "path": "documents/theoremqa_theorems-00000-of-000...
{ "method": "fixed_pro", "max_length": 32768, "temperature": 1, "greedy": true, "average_probabilities_before_topk": true, "token_ids_sorted": true }
{ "source": "anchors.json", "version": 2, "sha256": "96753a98f59e3575a3b65a10815d4b3076fde33f786151b88cfde361a6105868", "content": { "version": 2, "base": [ { "name": "topic", "template": "Text:\n\n{x}\n\nThe specific mathematical concept or method underlying this question or passa...
{ "anchors": [ { "name": "outcome", "template": "Text:\n\n{x}\n\nThe mathematical quantity, property, or relation sought, defined, or established in this question or passage, expressed generally without solving the problem or supplying an unstated conclusion, is:" } ], "mode": "raw_anchors", ...
256
23,839
0
{ "minimum": 16, "maximum": 16, "sum": 381424, "mean": 16 }
[ { "file": "documents.safetensors", "start": 0, "end": 23839, "size": 292933896 } ]
4
complete
theoremqa_theorems
doc_topk_ave
2,048
16
4
{ "name": "applicability_conditions", "template": "Text:\n\n{x}\n\nThe mathematical objects, their domains, and the assumptions or constraints stated in this question or passage, expressed abstractly without story details or specific numerical values, are:" }
23,839
76
bfloat16
int32
[ 23839, 2048 ]
discard
{ "family": "qwen3", "parameter_scale": "8b", "canonical_checkpoint": "Qwen/Qwen3-8B-Base", "architecture": { "model_type": "qwen3", "architecture": "Qwen3ForCausalLM", "hidden_size": 4096, "intermediate_size": 12288, "num_hidden_layers": 36, "num_attention_heads": 32, "num_key_value...
{ "class": "Qwen2TokenizerFast", "vocab_size": 151669, "fingerprint": "68ead42403e25d25c3017c5dc61cc073d8bd0bdb1cbe9a38ee8adc883c09d51c" }
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